Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | accuracy | boyce_cont | roc_auc | tss_max | brier_class |
|---|---|---|---|---|---|
| rf | 0.9463087 | 0.9374974 | 0.9925184 | 0.9453469 | NA |
| bt | 0.7302013 | 0.9735332 | 0.7797673 | 0.4356327 | NA |
| maxnet | 0.6617450 | 0.9751715 | 0.7852367 | 0.4296327 | NA |
| gam | 0.7543624 | 0.9791657 | 0.8069673 | 0.4615918 | 0.1637084 |
| glm | 0.6617450 | 0.8413699 | 0.7201592 | 0.3785306 | 0.1921883 |
Variable Importance